65 search results - page 1 / 13 » Multi-model inference of network properties from incomplete ... |
JIB
2006
13 years 10 months ago
2006
MLG
2007
Springer
14 years 5 months ago
2007
Springer
: Network topology not only tells about tightly-connected “communities,” but also gives cues on more subtle properties of the vertices. We introduce a simple probabilistic late...
KDD
2009
ACM
14 years 5 months ago
2009
ACM
There is a growing wealth of data describing networks of various types, including social networks, physical networks such as transportation or communication networks, and biologic...
IJAR
2010
13 years 9 months ago
2010
Probabilistic Decision Graphs (PDGs) are a class of graphical models that can naturally encode some context specific independencies that cannot always be efficiently captured by...
ICASSP
2007
IEEE
14 years 5 months ago
2007
IEEE
This paper considers the problem of learning cellular signaling networks from incomplete measurements of pathway activity. Cells respond to environmental changes (e.g., starvation...